Trajectory-Learned Actuator-Aware Funnel Network / bench_report.json

✓✓ Beats tuned baseline

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  1{
  2  "bench_version": 1,
  3  "track": "dynamics",
  4  "model": "rnn_small",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
  8    "best_cfg": {
  9      "lr": 0.01
 10    },
 11    "sweep": [
 12      {
 13        "cfg": {
 14          "lr": 0.001
 15        },
 16        "mean": 0.005253629118669778
 17      },
 18      {
 19        "cfg": {
 20          "lr": 0.003
 21        },
 22        "mean": 0.001200278929900378
 23      },
 24      {
 25        "cfg": {
 26          "lr": 0.01
 27        },
 28        "mean": 0.0006579469481948763
 29      }
 30    ],
 31    "full": {
 32      "mean": 0.0006267142089200206,
 33      "std": 0.0001539544331865635,
 34      "per_seed": [
 35        0.0006342190317809582,
 36        0.0005908075836487114,
 37        0.0004556644707918167,
 38        0.0009510967065580189,
 39        0.000620594946667552,
 40        0.00040738406823948026,
 41        0.0006597545580007136,
 42        0.0006941923056729138
 43      ],
 44      "n": 8
 45    }
 46  },
 47  "idea": {
 48    "mean": 2.24928216994158e-05,
 49    "std": 4.166535651612339e-06,
 50    "per_seed": [
 51      2.433888403174933e-05,
 52      2.139313619409222e-05,
 53      2.2563392121810466e-05,
 54      2.3747454179101624e-05,
 55      2.724600926740095e-05,
 56      2.3439619326381944e-05,
 57      2.4891782231861725e-05,
 58      1.2322296242928132e-05
 59    ],
 60    "n": 8,
 61    "best_cfg": {
 62      "lr": 0.01
 63    },
 64    "sweep": [
 65      {
 66        "cfg": {
 67          "lr": 0.001
 68        },
 69        "mean": 3.181707052135607e-05
 70      },
 71      {
 72        "cfg": {
 73          "lr": 0.003
 74        },
 75        "mean": 2.6148483357246732e-05
 76      },
 77      {
 78        "cfg": {
 79          "lr": 0.01
 80        },
 81        "mean": 2.301071663168841e-05
 82      }
 83    ]
 84  },
 85  "comparison": {
 86    "delta_mean": -0.0006042213872206048,
 87    "idea_wins": 8,
 88    "n_pairs": 8,
 89    "per_seed_diffs": [
 90      -0.0006098801477492088,
 91      -0.0005694144474546192,
 92      -0.00043310107867000625,
 93      -0.0009273492523789173,
 94      -0.000593348937400151,
 95      -0.0003839444489130983,
 96      -0.0006348627757688519,
 97      -0.0006818700094299857
 98    ],
 99    "p_value": 0.0081,
100    "mde": 0.0001379547529361776,
101    "mde_rel_pct": 22.012386343355264,
102    "verdict": "idea better (significant)",
103    "system_worked": true
104  },
105  "mechanism_signature": {
106    "custom_track": null,
107    "predicted_kmax": 1.5,
108    "observed_authority_mean": 0.08706140890717506,
109    "requested_authority_mean": 0.08706140890717506,
110    "authority_ratio_mean": 0.99999998849756,
111    "funnel_violation_rate_mean": 0.0,
112    "confirmed": true
113  }
114}